إنشاء حساب
الرئيسية
الكورسات
تعلم الآلة
دورة الرياضيات لتعلم الآلة - التفاضل المتعدد
M4ML - Multivariate Calculus - 1.5 Differentiation examples & special cases

M4ML - Multivariate Calculus - 1.5 Differentiation examples & special cases

دورة الرياضيات لتعلم الآلة - التفاضل المتعدد

الدرس السابق الدرس التالي

محتوى الكورس

جميع الدروس
43 درس
01:50 M4ML - Multivariate Calculus - 1.1 Part 1: Welcome to Multivariate Calculus
01:05 M4ML - Multivariate Calculus - 1.1 Part 2: Welcome to Module 1!
04:18 M4ML - Multivariate Calculus - 1.2 Functions
04:57 M4ML - Multivariate Calculus - 1.3 Rise Over Run
10:43 M4ML - Multivariate Calculus - 1. 4 Definition of a Derivative
07:50 M4ML - Multivariate Calculus - 1.5 Differentiation examples & special cases
04:08 M4ML - Multivariate Calculus - 1.6 Product Rule
05:24 M4ML - Multivariate Calculus - 1.7 Chain Rule
05:39 M4ML - Multivariate Calculus - 1.8 Taming a Beast
00:40 M4ML - Multivariate Calculus - 1.9 See you next Module!
01:04 M4ML - Multivariate Calculus - 2.1 Welcome to Module 2!
07:57 M4ML - Multivariate Calculus - 2.2 Variables, constants & context
04:44 M4ML - Multivariate Calculus - 2.3 Differentiate with respect to anything
05:50 M4ML - Multivariate Calculus - 2.4 The Jacobian
06:23 M4ML - Multivariate Calculus - 2.5 Jacobian Applied
04:43 M4ML - Multivariate Calculus - 2.6 The Sandpit
05:40 M4ML - Multivariate Calculus - 2.7 The Hessian
04:37 M4ML - Multivariate Calculus - 2.8 Reality is hard
00:24 M4ML - Multivariate Calculus - 2.9 See you next module!
00:37 M4ML - Multivariate Calculus - 3.1 Welcome to Module 3!
02:39 M4ML - Multivariate Calculus - 3.2 Multivariate chain rule
05:39 M4ML - Multivariate Calculus - 3.3 More multivariate chain rule
05:52 M4ML - Multivariate Calculus - 3.4 Simple neural networks
04:12 M4ML - Multivariate Calculus - 3.5 More simple neural networks
00:35 M4ML - Multivariate Calculus - 3.6 See you next Module!
00:36 M4ML - Multivariate Calculus - 4.1 Welcome to Module 4!
03:28 M4ML - Multivariate Calculus - 4.2 Building approximate functions
03:39 M4ML - Multivariate Calculus - 4.3 Power series
09:09 M4ML - Multivariate Calculus - 4.4 Power series derivation
06:15 M4ML - Multivariate Calculus - 4.5 Power series details
05:21 M4ML - Multivariate Calculus - 4.6 Examples
05:17 M4ML - Multivariate Calculus - 4.7 Linearisation
06:28 M4ML - Multivariate Calculus - 4.8 Multivariate Taylor
00:29 M4ML - Multivariate Calculus - 4.9 See you next Module!
00:53 M4ML - Multivariate Calculus - 5.1 Welcome to Module 5!
09:07 M4ML - Multivariate Calculus - 5.2 Gradient Descent
08:35 M4ML - Multivariate Calculus - 5.3 Constrained optimisation
02:08 M4ML - Multivariate Calculus - 5.4 See you next Module!
10:12 M4ML - Multivariate Calculus - 6.1 Simple linear regression
07:13 M4ML - Multivariate Calculus - 6.2 General non-linear least squares
06:20 M4ML - Multivariate Calculus - 6.3 Doing least squares regression analysis in practice
00:49 M4ML - Multivariate Calculus - Wrap up of this course
16:30 Mathematics for Machine Learning - Multivariate Calculus - Full Online Specialism